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| League History Index | Players | Teams | Managers | Leagues | Leaderboards | Awards | Accomplishments |
| Rank | Player | OBP | YEAR | Open Season Leaderboard |
|---|---|---|---|---|
| 1 | Akira Kikuchi* | .4404 | 2016-2032 | |
| 2 | José Ramírez | .4046 | 2034-2047 | |
| 3 | Carlos Frades* | .4014 | 2007-2017 | |
| 4 | Miguel Medellín | .3941 | 2022-2036 | |
| 5 | Bill Heinrich | .3890 | 2016-2032 | |
| 6 | Will Harris | .3846 | 2016-2029 | |
| 7 | Jeffrey Phelps | .3666 | 2026-2039 | |
| 8 | Bill Trottier | .3658 | 2010-2029 | |
| 9 | Phillip Oneill | .3607 | 2007-2012 | |
| 10 | Dan Sullivan | .3583 | 2029-2046 | |
| 11 | Armand Iglesias | .3572 | 2009-2025 | |
| 12 | Adam Balser | .3515 | 2011-2021 | |
| 13 | Ronald Huff | .3511 | 2010-2025 | |
| 14 | Andrew McSwiggans | .3508 | 2025-2034 | |
| 15 | Nick Bingham | .3461 | 2015-2030 | |
| 16 | Jesse Flannery | .3456 | 2039-2047 | |
| 17 | Barrett Palmer | .3432 | 2022-2030 | |
| 18 | Waylon Barnett | .3428 | 2027-2042 | |
| 19 | Tony Huertas# | .3423 | 2044-2051 | |
| 20 | Rubén Lucero | .3407 | 2023-2036 | |
| 21 | Alfonso Garza* | .3366 | 2009-2023 | |
| 22 | Andrés Silva | .3356 | 2028-2043 | |
| 23 | Lloyd George | .3355 | 2018-2029 | |
| 24 | Martin Wright | .3345 | 2031-2044 | |
| 24 | Santiago Rodríguez | .3345 | 2038-2049 | |
| 26 | Dave Nelson | .3343 | 2022-2040 | |
| 27 | José Rodríguez# | .3336 | 2046-2051 | |
| 27 | Paul Bartz | .3336 | 2009-2022 | |
| 29 | Lee Lee# | .3326 | 2044-2051 | |
| 30 | Bob Hollon | .3310 | 2018-2028 | |
| 31 | Xu Fang | .3304 | 2030-2043 | |
| 32 | Paco Niñor | .3302 | 2025-2036 | |
| 33 | Juan Valentín | .3300 | 2013-2025 | |
| 34 | Thom Ward | .3272 | 2033-2042 | |
| 35 | Elliot Somerville | .3242 | 2039-2046 | |
| 36 | Ramón Herrera | .3213 | 2017-2030 | |
| 37 | Walt Díaz# | .3196 | 2039-2051 | |
| 37 | Jeremy Keys | .3196 | 2020-2033 | |
| 39 | Randy Chouinard | .3182 | 2022-2034 | |
| 40 | Justin Rosa | .3167 | 2039-2047 | |
| 41 | Sergio Gómez# | .3157 | 2042-2049 | |
| 42 | Jeffrey Young | .3144 | 2020-2031 | |
| 43 | Pedro Sánchez | .3110 | 2018-2029 | |
| 44 | Wynn Witt | .3076 | 2031-2045 | |
| 45 | Ed Williams | .3054 | 2029-2040 | |
| 46 | Clifton Byrd | .3053 | 2032-2044 | |
| 46 | Danny Newsome | .3053 | 2041-2051 | |
| 48 | Garth Bailey | .3001 | 2043-2050 | |
| 49 | Ze-dong Gang# | .2883 | 2038-2051 | |
| 50 | Tim Chappell | .2845 | 2017-2028 | |
| 51 | Tabito Takano | .2742 | 2026-2041 |
